Title :
Sequential design and rational metamodelling
Author :
Hendrickx, Wouter ; Dhaene, Tom
Author_Institution :
Dept. of Math. & Comput. Sci., Antwerp Univ., Belgium
Abstract :
Metamodelling techniques are used in many engineering applications for efficient exploration of the design space of complex deterministic simulation systems, and for optimisation purposes and sensitivity analysis. This paper presents a new sequential design and rational metamodelling technique which combines adaptive modelling and sampling algorithms.
Keywords :
modelling; optimisation; sampling methods; sensitivity analysis; adaptive modeling; complex deterministic simulation system; optimisation purpose; rational metamodelling; sampling algorithm; sensitivity analysis; sequential design; Application software; Computational modeling; Computer science; Design engineering; Design optimization; Input variables; Mathematics; Metamodeling; Polynomials; Sampling methods;
Conference_Titel :
Simulation Conference, 2005 Proceedings of the Winter
Print_ISBN :
0-7803-9519-0
DOI :
10.1109/WSC.2005.1574263
